Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi
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Abstract (arXiv)
The primary obstacle to developing technologies for low-resource languages is the lack of usable data. In this paper, we report the adoption and deployment of 4 technology-driven methods of data collection for Gondi, a low-resource vulnerable language spoken by around 2.3 million tribal people in south and central India. In the process of data collection, we also help in its revival by expanding access to information in Gondi through the creation of linguistic resources that can be used by the community, such as a dictionary, children's stories, an app with Gondi content from multiple sources and an Interactive Voice Response (IVR) based mass awareness platform. At the end of these interventions, we collected a little less than 12,000 translated words and/or sentences and identified more than 650 community members whose help can be solicited for future translation efforts. The larger goal of the project is collecting enough data in Gondi to build and deploy viable language technologies like machine translation and speech to text systems that can help take the language onto the internet.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 21 Apr 2020.
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Citing papers per year: 2022: 1; 2023: 1; 2024: 1; 2025: 1.
4 papers.
- 2024The Zeno's Paradox of `Low-Resource' Languagescited by 12
- 2023Intent Identification and Entity Extraction for Healthcare Queries in Indic Languagescited by 9
- 2025Bhaasha, Bhasa, Zaban: A Survey for Low-Resourced Languages in South Asia -- Current Stage and Challengescited by 6
- 2022Learnings from Technological Interventions in a Low Resource Language: Enhancing Information Access in Gondicited by 0
- 2025Bhaasha, Bhasa, Zaban: A Survey for Low-Resourced Languages in South Asia -- Current Stage and Challenges15 Sep 2025
- 2024The Zeno's Paradox of `Low-Resource' Languages28 Oct 2024
- 2023Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages19 Feb 2023
- 2022Learnings from Technological Interventions in a Low Resource Language: Enhancing Information Access in Gondi29 Nov 2022